Infographic
Published June 5, 2025
Fintech Banks Credit Unions Advanced Analytics & Modeling Credit Decisioning Marketing
Based on interviews with global financial institutions, the Forrester Total Economic Impact™ study, commissioned by Experian, reveals real customer impact stories and business wins delivered by the Experian Ascend Platform™. This infographic shares some of the key findings.
Key insights include:
- 183% return on investment (ROI) and $13.3M in net present value (NPV) over three years
- A car leasing company’s approval rates increased from 60% to 66%, improving consistency and revenue growth
- An airline reduced fraud chargebacks by 99.9%, lowering regulatory risks and financial losses.
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White Paper
Why efficient hyperparameter tuning matters: Putting Bayesian Optimization to the test
Bayesian Optimization offers a more efficient way to tune machine learning models at scale. This white paper presents a controlled comparison with Grid Search using production credit-risk data to measure runtime and model performance.
- Up to 80× faster hyperparameter tuning
- No loss in CV or holdout AUC
- Evidence from LightGBM credit-risk models
- Guidance for governed ML environments
Tip Sheet
Closing the gaps: fraud prevention across the customer lifecycle
This tip sheet explores where fraud can enter the customer lifecycle and how predictive fraud risk scores help distinguish fraud from true credit risk and help you:
- Reduce first-payment default and bust-out fraud
- Detect synthetic identities earlier
- Improve prescreen and campaign ROI
- Strengthen account management decisions
Report
Global Insights 2026: Predictions for Credit and Fraud Risk
Global Insights 2026 explores how financial institutions are shifting from rapid AI adoption to accountable, connected intelligence. As fraud grows more sophisticated and risk functions converge, success depends on governed data, orchestrated ecosystems, and explainable decisions at scale.
- Accountable AI with measurable ROI and governance
- Layered fraud and continuous identity verification
- Unified credit, fraud, and compliance intelligence
Tip Sheet
Experian Score Choice Bundle
Discover how Experian’s Score Choice Bundle can empower lenders with modern data and transparent pricing:
- Access VantageScore 4.0 and FICO® 2 in every transaction
- Gain deeper insight using expanded, modern consumer data
- Simplify workflows with predictable pricing and bundled scoring
- Support broader access to homeownership with faster model adoption